Abhinav Rastogi

According to our database, Abhinav Rastogi authored at least 33 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PERL: Parameter Efficient Reinforcement Learning from Human Feedback.

Hakim Sidahmed, Samrat Phatale, Alex Hutcheson, Zhuonan Lin, Zhang Chen, Zac Yu, Jarvis Jin, Roman Komarytsia, Christiane Ahlheim, Yonghao Zhu, Simral Chaudhary, Bowen Li, Saravanan Ganesh, Bill Byrne, Jessica Hoffmann, Hassan Mansoor, Wei Li, Abhinav Rastogi, Lucas Dixon

CoRR, 2024

2023

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

Harrison Lee, Samrat Phatale, Hassan Mansoor, Kellie Lu, Thomas Mesnard, Colton Bishop, Victor Carbune, Abhinav Rastogi

CoRR, 2023

Conversational Recommendation as Retrieval: A Simple, Strong Baseline.

Raghav Gupta, Renat Aksitov, Samrat Phatale, Simral Chaudhary, Harrison Lee, Abhinav Rastogi

CoRR, 2023

AnyTOD: A Programmable Task-Oriented Dialog System.

Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Speech Aware Dialog System Technology Challenge (DSTC11).

Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda

CoRR, 2022

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, et al.

CoRR, 2022

Description-Driven Task-Oriented Dialog Modeling.

Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu

CoRR, 2022

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue.

Raghav Gupta, Harrison Lee, Jeffrey Zhao, Yuan Cao, Abhinav Rastogi, Yonghui Wu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Unified Approach to Entity-Centric Context Tracking in Social Conversations.

Ulrich Rückert, Srinivas Sunkara, Abhinav Rastogi, Sushant Prakash, Pranav Khaitan

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Efficient Entity Embedding Construction from Type Knowledge for BERT.

Yukun Feng, Amir Fayazi, Abhinav Rastogi, Manabu Okumura

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems.

Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Editorial: Special Issue on the Eighth Dialog System Technology Challenge.

Seokhwan Kim, Hannes Schulz, R. Chulaka Gunasekara, Chiori Hori, Abhinav Rastogi, Luis Fernando D'Haro

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Overview of the Eighth Dialog System Technology Challenge: DSTC8.

Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta

IEEE ACM Trans. Audio Speech Lang. Process., 2021

UIBert: Learning Generic Multimodal Representations for UI Understanding.

Chongyang Bai, Xiaoxue Zang, Ying Xu, Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Agüera y Arcas

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Overview of the Ninth Dialog System Technology Challenge: DSTC9.

R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba

CoRR, 2020

MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines.

Xiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, Raghav Gupta, Jianguo Zhang, Jindong Chen

CoRR, 2020

Few-Shot Natural Language Generation by Rewriting Templates.

Mihir Kale, Abhinav Rastogi

CoRR, 2020

Schema-Guided Dialogue State Tracking Task at DSTC8.

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan

CoRR, 2020

Text-to-Text Pre-Training for Data-to-Text Tasks.

Mihir Kale, Abhinav Rastogi

Proceedings of the 13th International Conference on Natural Language Generation, 2020

Template Guided Text Generation for Task-Oriented Dialogue.

Mihir Kale, Abhinav Rastogi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset.

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

The Eighth Dialog System Technology Challenge.

Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta

CoRR, 2019

WCIS 2019: 1st Workshop on Conversational Interaction Systems.

Abhinav Rastogi, Alexandros Papangelis, Rahul Goel, Chandra Khatri

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks.

Semih Yavuz, Abhinav Rastogi, Guan-Lin Chao, Dilek Hakkani-Tür

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Learning Question-Guided Video Representation for Multi-Turn Video Question Answering.

Guan-Lin Chao, Abhinav Rastogi, Semih Yavuz, Dilek Hakkani-Tür, Jindong Chen, Ian R. Lane

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

2018

Building a Conversational Agent Overnight with Dialogue Self-Play.

Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck

CoRR, 2018

Multi-task Learning for Joint Language Understanding and Dialogue State Tracking.

Abhinav Rastogi, Raghav Gupta, Dilek Hakkani-Tür

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

An Efficient Approach to Encoding Context for Spoken Language Understanding.

Raghav Gupta, Abhinav Rastogi, Dilek Hakkani-Tür

Proceedings of the Interspeech 2018, 2018

2017

Scalable multi-domain dialogue state tracking.

Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

A Fast Unified Model for Parsing and Sentence Understanding.

Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Efficient Melodic Query Based Audio Search for Hindustani Vocal Compositions.

Kaustuv Kanti Ganguli, Abhinav Rastogi, Vedhas Pandit, Prithvi Kantan, Preeti Rao

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Dynamic simulator and planning tool for studying the defense and attack strategies in a war-zone.

Siddharth Gulati, Abhinav Rastogi, Manish K. Thakur

Proceedings of the Eighth International Conference on Contemporary Computing, 2015

2004

Secure Coding: Building Security into the Software Development Life Cycle.

Russell L. Jones, Abhinav Rastogi

Inf. Secur. J. A Glob. Perspect., 2004